African Journal of Applied Statistics · 2016 · 10 citations · 13 references
AgricultureAgronomyCrop SciencesCrop ModelingCrop ProductionRural EconomicsSpatial Crop ModelingYield EstimationCrop Productivity AssessmentCrop Yield MappingLinear RegressionMultivariate Linear ModelsRegression EstimationRepeated Measures AnalysisRepeated Measures AnovaSpatial Yield Analysis
In this paper, we discuss an application of Small Area Estimation (SAE) techniques under a multivariate linear regression model for repeated measures data to produce district level estimates of crop yield for beans which comprise two varieties, bush beans and climbing beans in Rwanda during agricultural seasons 2014. By using the micro data of National Institute of Statistics of Rwanda (NISR) obtained from the Seasonal Agricultural Survey (SAS) 2014 combined with the data from the Crop Assessment Survey 2013, we derive efficient estimates which show considerable gain. The considered model and its estimates may be useful for policy-makers or for further analyses.
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SIRE EVALUATION AND GENETIC TRENDS
Charles Henderson · Journal of Animal Science · 1973 · 640 citations
New Important Developments in Small Area Estimation
Danny Pfeffermann · Statistical Science · 2013 · 420 citations · Full text
Mixed model prediction and small area estimation
Jiming Jiang, Partha Lahiri · Test · 2006 · 328 citations